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For: Frize M, Ennett CM, Stevenson M, Trigg HC. Clinical decision support systems for intensive care units: using artificial neural networks. Med Eng Phys 2001;23:217-25. [PMID: 11410387 DOI: 10.1016/s1350-4533(01)00041-8] [Citation(s) in RCA: 62] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Number Cited by Other Article(s)
1
Mirzakhani F, Sadoughi F, Hatami M, Amirabadizadeh A. Which model is superior in predicting ICU survival: artificial intelligence versus conventional approaches. BMC Med Inform Decis Mak 2022;22:167. [PMID: 35761275 PMCID: PMC9235201 DOI: 10.1186/s12911-022-01903-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 06/14/2022] [Indexed: 11/21/2022]  Open
2
Classifying muscle parameters with artificial neural networks and simulated lateral pinch data. PLoS One 2021;16:e0255103. [PMID: 34473706 PMCID: PMC8412284 DOI: 10.1371/journal.pone.0255103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 07/11/2021] [Indexed: 11/25/2022]  Open
3
Nguyen D, Ngo B, vanSonnenberg E. AI in the Intensive Care Unit: Up-to-Date Review. J Intensive Care Med 2020;36:1115-1123. [PMID: 32985324 DOI: 10.1177/0885066620956620] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
4
Estimation of Neonatal Intestinal Perforation Associated with Necrotizing Enterocolitis by Machine Learning Reveals New Key Factors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018;15:ijerph15112509. [PMID: 30423965 PMCID: PMC6267340 DOI: 10.3390/ijerph15112509] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 10/30/2018] [Accepted: 10/31/2018] [Indexed: 12/14/2022]
5
Neonatal intensive care decision support systems using artificial intelligence techniques: a systematic review. Artif Intell Rev 2018. [DOI: 10.1007/s10462-018-9635-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
6
Forecasting of rehabilitation treatment in sufferers from lateral displacement of patella using artificial intelligence. SPORT SCIENCES FOR HEALTH 2018. [DOI: 10.1007/s11332-017-0397-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
7
Cross-Disciplinary Consultancy to Enhance Predictions of Asthma Exacerbation Risk in Boston. Online J Public Health Inform 2016;8:e199. [PMID: 28210420 PMCID: PMC5302473 DOI: 10.5210/ojphi.v8i3.6902] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]  Open
8
Boundedness and convergence analysis of weight elimination for cyclic training of neural networks. Neural Netw 2016;82:49-61. [PMID: 27472447 DOI: 10.1016/j.neunet.2016.06.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Revised: 05/14/2016] [Accepted: 06/21/2016] [Indexed: 11/22/2022]
9
Gheonea DI, Streba CT, Vere CC, Șerbănescu M, Pirici D, Comănescu M, Streba LAM, Ciurea ME, Mogoantă S, Rogoveanu I. Diagnosis system for hepatocellular carcinoma based on fractal dimension of morphometric elements integrated in an artificial neural network. BIOMED RESEARCH INTERNATIONAL 2014;2014:239706. [PMID: 25025042 PMCID: PMC4084678 DOI: 10.1155/2014/239706] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2013] [Revised: 03/10/2014] [Accepted: 03/25/2014] [Indexed: 02/08/2023]
10
Yurtkuran A, Tok M, Emel E. A clinical decision support system for femoral peripheral arterial disease treatment. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2013;2013:898041. [PMID: 24382983 PMCID: PMC3871503 DOI: 10.1155/2013/898041] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Revised: 11/04/2013] [Accepted: 11/07/2013] [Indexed: 01/29/2023]
11
Streba CT, Ionescu M, Gheonea DI, Sandulescu L, Ciurea T, Saftoiu A, Vere CC, Rogoveanu I. Contrast-enhanced ultrasonography parameters in neural network diagnosis of liver tumors. World J Gastroenterol 2012;18:4427-34. [PMID: 22969209 PMCID: PMC3436061 DOI: 10.3748/wjg.v18.i32.4427] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2012] [Revised: 07/27/2012] [Accepted: 08/03/2012] [Indexed: 02/06/2023]  Open
12
Kim S, Kim W, Park RW. A Comparison of Intensive Care Unit Mortality Prediction Models through the Use of Data Mining Techniques. Healthc Inform Res 2011;17:232-43. [PMID: 22259725 PMCID: PMC3259558 DOI: 10.4258/hir.2011.17.4.232] [Citation(s) in RCA: 93] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2011] [Revised: 12/12/2011] [Accepted: 12/22/2011] [Indexed: 11/23/2022]  Open
13
Moustris KP, Douros K, Nastos PT, Larissi IK, Anthracopoulos MB, Paliatsos AG, Priftis KN. Seven-days-ahead forecasting of childhood asthma admissions using artificial neural networks in Athens, Greece. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2011;22:93-104. [PMID: 21854178 DOI: 10.1080/09603123.2011.605876] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
14
de Castro Leão A, Duarte Dória Neto A, de Sousa MBC. New developmental stages for common marmosets (Callithrix jacchus) using mass and age variables obtained by K-means algorithm and self-organizing maps (SOM). Comput Biol Med 2009;39:853-9. [PMID: 19651403 DOI: 10.1016/j.compbiomed.2009.05.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2007] [Revised: 02/20/2009] [Accepted: 05/15/2009] [Indexed: 11/18/2022]
15
Townsend D, Frize M. Complimentary artificial neural network approaches for prediction of events in the neonatal intensive care unit. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2009;2008:4605-8. [PMID: 19163742 DOI: 10.1109/iembs.2008.4650239] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
16
Pandey B, Mishra R. Knowledge and intelligent computing system in medicine. Comput Biol Med 2009;39:215-30. [DOI: 10.1016/j.compbiomed.2008.12.008] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2008] [Revised: 11/24/2008] [Accepted: 12/17/2008] [Indexed: 01/04/2023]
17
Denaï MA, Mahfouf M, Ross JJ. A hybrid hierarchical decision support system for cardiac surgical intensive care patients. Part I: Physiological modelling and decision support system design. Artif Intell Med 2008;45:35-52. [PMID: 19112012 DOI: 10.1016/j.artmed.2008.11.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2007] [Revised: 09/02/2008] [Accepted: 11/06/2008] [Indexed: 10/21/2022]
18
Hsu CC, Lin YE, Chen YS, Liu YC, Muder RR. Validation study of artificial neural network models for prediction of methicillin-resistant Staphylococcus aureus carriage. Infect Control Hosp Epidemiol 2008;29:607-14. [PMID: 18549315 DOI: 10.1086/588588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
19
Van Looy S, Verplancke T, Benoit D, Hoste E, Van Maele G, De Turck F, Decruyenaere J. A novel approach for prediction of tacrolimus blood concentration in liver transplantation patients in the intensive care unit through support vector regression. Crit Care 2008;11:R83. [PMID: 17655766 PMCID: PMC2206504 DOI: 10.1186/cc6081] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2007] [Revised: 07/23/2007] [Accepted: 07/26/2007] [Indexed: 11/28/2022]  Open
20
Ennett CM, Frize M, Walker C. Imputation of missing values by integrating neural networks and case-based reasoning. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2008;2008:4337-4341. [PMID: 19163673 DOI: 10.1109/iembs.2008.4650170] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
21
Rowan M, Ryan T, Hegarty F, O'Hare N. The use of artificial neural networks to stratify the length of stay of cardiac patients based on preoperative and initial postoperative factors. Artif Intell Med 2007;40:211-21. [PMID: 17580112 DOI: 10.1016/j.artmed.2007.04.005] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2006] [Revised: 04/24/2007] [Accepted: 04/25/2007] [Indexed: 10/23/2022]
22
Taktak A, Antolini L, Aung M, Boracchi P, Campbell I, Damato B, Ifeachor E, Lama N, Lisboa P, Setzkorn C, Stalbovskaya V, Biganzoli E. Double-blind evaluation and benchmarking of survival models in a multi-centre study. Comput Biol Med 2006;37:1108-20. [PMID: 17184760 DOI: 10.1016/j.compbiomed.2006.10.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2006] [Accepted: 10/10/2006] [Indexed: 10/23/2022]
23
Ohno-Machado L, Resnic FS, Matheny ME. Prognosis in critical care. Annu Rev Biomed Eng 2006;8:567-99. [PMID: 16834567 DOI: 10.1146/annurev.bioeng.8.061505.095842] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
24
Catley C, Frize M, Walker CR, Petriu DC. Predicting high-risk preterm birth using artificial neural networks. ACTA ACUST UNITED AC 2006;10:540-9. [PMID: 16871723 DOI: 10.1109/titb.2006.872069] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
25
Güler NF, Koçer S. Classification of EMG signals using PCA and FFT. J Med Syst 2005;29:241-50. [PMID: 16050079 DOI: 10.1007/s10916-005-5184-7] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
26
Ibrahim F, Taib MN, Abas WABW, Guan CC, Sulaiman S. A novel dengue fever (DF) and dengue haemorrhagic fever (DHF) analysis using artificial neural network (ANN). COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2005;79:273-81. [PMID: 15925426 DOI: 10.1016/j.cmpb.2005.04.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2003] [Revised: 04/08/2005] [Accepted: 04/15/2005] [Indexed: 05/02/2023]
27
Frize M, Yang L, Walker RC, O'Connor AM. Conceptual Framework of Knowledge Management for Ethical Decision-Making Support in Neonatal Intensive Care. ACTA ACUST UNITED AC 2005;9:205-15. [PMID: 16138537 DOI: 10.1109/titb.2005.847187] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
28
Güler NF, Koçer S. Use of Support Vector Machines and Neural Network in Diagnosis of Neuromuscular Disorders. J Med Syst 2005;29:271-84. [PMID: 16050082 DOI: 10.1007/s10916-005-5187-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
29
Taktak AFG, Fisher AC, Damato BE. Modelling survival after treatment of intraocular melanoma using artificial neural networks and Bayes theorem. Phys Med Biol 2004;49:87-98. [PMID: 14971774 DOI: 10.1088/0031-9155/49/1/006] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
30
Walker CR, Frize M. Are artificial neural networks "ready to use" for decision making in the neonatal intensive care unit? Commentary on the article by Mueller et al. and page 11. Pediatr Res 2004;56:6-8. [PMID: 15128926 DOI: 10.1203/01.pdr.0000129654.02381.b9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
31
Ennett CM, Frize M, Charette E. Improvement and automation of artificial neural networks to estimate medical outcomes. Med Eng Phys 2004;26:321-8. [PMID: 15121057 DOI: 10.1016/j.medengphy.2003.09.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2002] [Revised: 08/15/2003] [Accepted: 09/30/2003] [Indexed: 11/20/2022]
32
Nimgaonkar A, Karnad DR, Sudarshan S, Ohno-Machado L, Kohane I. Prediction of mortality in an Indian intensive care unit. Comparison between APACHE II and artificial neural networks. Intensive Care Med 2004;30:248-253. [PMID: 14727015 DOI: 10.1007/s00134-003-2105-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2003] [Accepted: 11/14/2003] [Indexed: 01/18/2023]
33
Ennett CM, Frize M. Weight-elimination neural networks applied to coronary surgery mortality prediction. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE : A PUBLICATION OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY 2003;7:86-92. [PMID: 12834163 DOI: 10.1109/titb.2003.811881] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
34
Rosenberg AL. Recent innovations in intensive care unit risk-prediction models. Curr Opin Crit Care 2002;8:321-30. [PMID: 12386493 DOI: 10.1097/00075198-200208000-00009] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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